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Reversible Data Hiding in FTIR Microspectroscopy Images with Tamper Indication and Payload Error Correction

Fourier transform infrared (FTIR) microspectroscopy images contain information from the whole infrared spectrum used for microspectroscopic analyses. In combination with the FTIR image, visible light images are used to depict the area from which the FTIR spectral image was sampled. These two images...

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Autores principales: Fylakis, Angelos, Keskinarkaus, Anja, Partala, Juha, Saarakkala, Simo, Seppänen, Tapio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5702977/
https://www.ncbi.nlm.nih.gov/pubmed/29259987
http://dx.doi.org/10.1155/2017/7584852
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author Fylakis, Angelos
Keskinarkaus, Anja
Partala, Juha
Saarakkala, Simo
Seppänen, Tapio
author_facet Fylakis, Angelos
Keskinarkaus, Anja
Partala, Juha
Saarakkala, Simo
Seppänen, Tapio
author_sort Fylakis, Angelos
collection PubMed
description Fourier transform infrared (FTIR) microspectroscopy images contain information from the whole infrared spectrum used for microspectroscopic analyses. In combination with the FTIR image, visible light images are used to depict the area from which the FTIR spectral image was sampled. These two images are traditionally acquired as separate files. This paper proposes a histogram shifting-based data hiding technique to embed visible light images in FTIR spectral images producing single entities. The primary objective is to improve data management efficiency. Secondary objectives are confidentiality, availability, and reliability. Since the integrity of biomedical data is vital, the proposed method applies reversible data hiding. After extraction of the embedded data, the FTIR image is reversed to its original state. Furthermore, the proposed method applies authentication tags generated with keyed Hash-Based Message Authentication Codes (HMAC) to detect tampered or corrupted areas of FTIR images. The experimental results show that the FTIR spectral images carrying the payload maintain good perceptual fidelity and the payload can be reliably recovered even after bit flipping or cropping attacks. It has been also shown that extraction successfully removes all modifications caused by the payload. Finally, authentication tags successfully indicated tampered FTIR image areas.
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spelling pubmed-57029772017-12-19 Reversible Data Hiding in FTIR Microspectroscopy Images with Tamper Indication and Payload Error Correction Fylakis, Angelos Keskinarkaus, Anja Partala, Juha Saarakkala, Simo Seppänen, Tapio Biomed Res Int Research Article Fourier transform infrared (FTIR) microspectroscopy images contain information from the whole infrared spectrum used for microspectroscopic analyses. In combination with the FTIR image, visible light images are used to depict the area from which the FTIR spectral image was sampled. These two images are traditionally acquired as separate files. This paper proposes a histogram shifting-based data hiding technique to embed visible light images in FTIR spectral images producing single entities. The primary objective is to improve data management efficiency. Secondary objectives are confidentiality, availability, and reliability. Since the integrity of biomedical data is vital, the proposed method applies reversible data hiding. After extraction of the embedded data, the FTIR image is reversed to its original state. Furthermore, the proposed method applies authentication tags generated with keyed Hash-Based Message Authentication Codes (HMAC) to detect tampered or corrupted areas of FTIR images. The experimental results show that the FTIR spectral images carrying the payload maintain good perceptual fidelity and the payload can be reliably recovered even after bit flipping or cropping attacks. It has been also shown that extraction successfully removes all modifications caused by the payload. Finally, authentication tags successfully indicated tampered FTIR image areas. Hindawi 2017 2017-11-13 /pmc/articles/PMC5702977/ /pubmed/29259987 http://dx.doi.org/10.1155/2017/7584852 Text en Copyright © 2017 Angelos Fylakis et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Fylakis, Angelos
Keskinarkaus, Anja
Partala, Juha
Saarakkala, Simo
Seppänen, Tapio
Reversible Data Hiding in FTIR Microspectroscopy Images with Tamper Indication and Payload Error Correction
title Reversible Data Hiding in FTIR Microspectroscopy Images with Tamper Indication and Payload Error Correction
title_full Reversible Data Hiding in FTIR Microspectroscopy Images with Tamper Indication and Payload Error Correction
title_fullStr Reversible Data Hiding in FTIR Microspectroscopy Images with Tamper Indication and Payload Error Correction
title_full_unstemmed Reversible Data Hiding in FTIR Microspectroscopy Images with Tamper Indication and Payload Error Correction
title_short Reversible Data Hiding in FTIR Microspectroscopy Images with Tamper Indication and Payload Error Correction
title_sort reversible data hiding in ftir microspectroscopy images with tamper indication and payload error correction
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5702977/
https://www.ncbi.nlm.nih.gov/pubmed/29259987
http://dx.doi.org/10.1155/2017/7584852
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